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Just as a phone can perform speech recognition, it might also be able to distinguish between healthy and unhealthy lung sounds.
In the most applications of speech recognition, it is crucial to exploit vast information about the order of the words.
In HMM-based speech recognition it is assumed that the observed sequence of speech feature vectors is generated by a hidden Markov model.
Even though this might be an advantage for applications like speech recognition, it is a serious drawback when considering spatiotemporal relationships in dance gestures.
For accurate automatic speech recognition, it is necessary to extract the voiced part, which is referred to as voice activity detection [3, 4].
For speech recognition, it is necessary to maximize the inter-phoneme variation while minimizing the intra-phoneme variation in the feature space.
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"It was almost a 180-degree turn in the established approaches to speech recognition, and it led to most of the success in the field in the last two decades".
As Frederick Jelinek, a pioneer in speech recognition, put it, "airplanes don't flap their wings".
The app sends a digital sample of your speech over the Internet to do the speech recognition, so it requires a wireless connection.
ToyTalk records every exchange with the aim of "improving speech recognition", but it also sends the audio to unspecified third parties, which prompted irate parents to petition for the doll to be pulled from the shelves.
Though I was aware that this was an assortment of clips directed by speech recognition software, it was hard not to feel the impression of an interaction in real time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com